“…Previous studies examine between 39 and 500 stocks(Anand & Chakravarty, 2007;Chakravarty et al, 2004;Christoffersen, Goyenko, Jacobs, & Karoui, 2018;Easley et al, 1998;Muravyev, 2016). Hu (2014) examines a large U.S. sample, but the majority of his analysis is at the daily level Chang, Hseih, Tang, and Wang (2013). andChang, Hseih, Tang, and Wang (2015) study large samples of options trading in the Taiwanese market Hao, Lee, and Piqueira (2013).…”